@article{bridgingpredictiveuncertaintyandsafeacti, title = {Bridging Predictive Uncertainty and Safe Action: Sample-Conditioned Differentiable Planning for Autonomous Driving}, author = {Chengzhen Meng and Pei Liu and Zhiyu Huang and Chen Lv and Jun Ma}, year = {2026}, eprint = {2606.03296}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.03296}, }